AutoML

Minimalistic framwework built for smooth ML iteration process. Currently it works for regression problems and structured data. User can run different experiments with minimum to no adjustment.

How to use it

• Upload the data in ./data/base_data
• Use configuration.ipynb to build the configuration for experiment.
  • User Need to specify the type of operation for each feature. To understand features, perform the basic EDA in EDA.ipynb
• Run AutoMl.ipynb
• View results in ErrorAnalysis.ipynb